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Dual-phase optimized deep learning framework for accurate, efficient, and robust battery SoC estimation. [PDF]
R S, Mani G.
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Optimizing Image Segmentation for Microstructure Analysis of High-Strength Steel: Histogram-Based Recognition of Martensite and Bainite. [PDF]
Hallo F +4 more
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Research on children's health prediction based on Improved Grey Wolf Optimization algorithm-Random Forest model. [PDF]
Xu H, Hu J.
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Magnification-independent breast cancer diagnosis using a GWO-enhanced vision transformer with multi-stage stain normalization. [PDF]
Fatma T +3 more
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A terahertz metamaterial-based approach for detecting trace 1-naphthaleneacetic acid residues <i>via</i> AOO-optimized support vector regression. [PDF]
Mao X, Huang Z, Yang T, Hu J.
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Reproducible Hyperparameter Optimization
Journal of Computational and Graphical Statistics, 2021A key issue in machine learning research is the lack of reproducibility. We illustrate what role hyperparameter search plays in this problem and how regular hyperparameter search methods can lead t...
Lars Hertel +2 more
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